By unfolding existing design parameters of these systems, we can design more effective collaborative knowledge creation and learning processes and build new software that augment human cognition by computation. For this, I combine insights from various areas such as computational network analysis, data mining, human-computer interaction, information visualization, knowledge management and the semantic web.

Current fields of application are especially in the area of digital humanities, collaborative ontology development, and digital learning.